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Renbo Zhao
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2020 – today
- 2024
- [j11]Le Thi Khanh Hien
, Renbo Zhao, William B. Haskell:
An Inexact Primal-Dual Smoothing Framework for Large-Scale Non-Bilinear Saddle Point Problems. J. Optim. Theory Appl. 200(1): 34-67 (2024) - [j10]Renbo Zhao
A Primal-Dual Smoothing Framework for Max-Structured Non-Convex Optimization. Math. Oper. Res. 49(3): 1535-1565 (2024) - 2023
- [j9]Renbo Zhao
Analysis of the Frank-Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier. Math. Program. 199(1): 123-163 (2023) - [j8]Renbo Zhao
A generalized Frank-Wolfe method with "dual averaging" for strongly convex composite optimization. Optim. Lett. 17(7): 1595-1611 (2023) - [j7]Renbo Zhao
Convergence rate analysis of the multiplicative gradient method for PET-type problems. Oper. Res. Lett. 51(1): 26-32 (2023) - [c8]Niccolò Dalmasso
Efficient Event Series Data Modeling via First-Order Constrained Optimization. ICAIF 2023: 463-471 - 2022
- [j6]Renbo Zhao
Accelerated Stochastic Algorithms for Convex-Concave Saddle-Point Problems. Math. Oper. Res. 47(2): 1443-1473 (2022) - [i7]Renbo Zhao, Niccolò Dalmasso, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso:
Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe. CoRR abs/2212.06081 (2022)
2010 – 2019
- 2019
- [c7]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
An Optimal Algorithm for Stochastic Three-Composite Optimization. AISTATS 2019: 428-437 - 2018
- [j5]Weikang Gong, Renbo Zhao, Stefan Grünewald:
Structured sparse K-means clustering via Laplacian smoothing. Pattern Recognit. Lett. 112: 63-69 (2018) - [j4]Renbo Zhao
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 66(1): 129-138 (2018) - [j3]Renbo Zhao
Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies. IEEE Trans. Signal Process. 66(5): 1155-1169 (2018) - [c6]Renbo Zhao, Volkan Cevher
Stochastic Three-Composite Convex Minimization with a Linear Operator. AISTATS 2018: 765-774 - 2017
- [j2]Changho Suh
Adversarial Top-K Ranking. IEEE Trans. Inf. Theory 63(4): 2201-2225 (2017) - [j1]Renbo Zhao, Vincent Y. F. Tan:
Online Nonnegative Matrix Factorization With Outliers. IEEE Trans. Signal Process. 65(3): 555-570 (2017) - [c5]Renbo Zhao, Vincent Yan Fu Tan, Huan Xu:
Online Nonnegative Matrix Factorization with General Divergences. AISTATS 2017: 37-45 - [c4]Renbo Zhao, Vincent Y. F. Tan:
A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. ICASSP 2017: 2562-2566 - [c3]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. UAI 2017 - [i6]Renbo Zhao, William B. Haskell, Vincent Y. F. Tan:
Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. CoRR abs/1704.00116 (2017) - [i5]Renbo Zhao, William B. Haskell, Jiashi Feng:
A Unified Framework for Stochastic Matrix Factorization via Variance Reduction. CoRR abs/1705.06884 (2017) - 2016
- [c2]Renbo Zhao, Vincent Y. F. Tan:
Online nonnegative matrix factorization with outliers. ICASSP 2016: 2662-2666 - [i4]Changho Suh, Vincent Y. F. Tan, Renbo Zhao:
Adversarial Top-$K$ Ranking. CoRR abs/1602.04567 (2016) - [i3]Renbo Zhao, Vincent Y. F. Tan:
Online Nonnegative Matrix Factorization with Outliers. CoRR abs/1604.02634 (2016) - [i2]Renbo Zhao, Vincent Y. F. Tan, Huan Xu:
Online Nonnegative Matrix Factorization with General Divergences. CoRR abs/1608.00075 (2016) - [i1]Renbo Zhao, Vincent Y. F. Tan:
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Nonnegative Matrix Factorization. CoRR abs/1609.00951 (2016) - 2014
- [c1]Renbo Zhao, Siu Wa Lee, Dong-Yan Huang, Minghui Dong:
Soft constrained leading voice separation with music score guidance. ISCSLP 2014: 565-569
Coauthor Index
aka: Vincent Yan Fu Tan
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